Rufin VanRullen

78 papers A* 7B 3C 1Journal 62Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	An Attention Mechanism for Robust Multimodal Integration in a Global Workspace Architecture. CoRR Roland Bertin Johannet, Lara Scipio, Léopold Maytié, Rufin VanRullen
2025	J	`jnl`	AI Consciousness and Existential Risk. CoRR Rufin VanRullen
2025	J	`jnl`	Enhancing deep neural networks through complex-valued representations and Kuramoto synchronization dynamics. CoRR Sabine Muzellec, Andrea Alamia, Thomas Serre, Rufin VanRullen
2025	J	`jnl`	Enhancing deep neural networks through complex-valued representations and Kuramoto synchronization dynamics. Trans. Mach. Learn. Res. Sabine Muzellec, Andrea Alamia, Thomas Serre, Rufin VanRullen
2025	J	`jnl`	Follow the Energy, Find the Path: Riemannian Metrics from Energy-Based Models. CoRR Louis Béthune, David Vigouroux, Yilun Du, Rufin VanRullen, Thomas Serre, Victor Boutin
2025	J	`jnl`	GASPnet: Global Agreement to Synchronize Phases. CoRR Andrea Alamia, Sabine Muzellec, Thomas Serre, Rufin VanRullen
2025	J	`jnl`	Learning to Chain Operations by Routing Information Through a Global Workspace. CoRR Hugo Chateau-Laurent, Rufin VanRullen
2025	J	`jnl`	Multimodal Dreaming: A Global Workspace Approach to World Model-Based Reinforcement Learning. CoRR Léopold Maytié, Roland Bertin Johannet, Rufin VanRullen
2025	J	`jnl`	Semi-Supervised Multimodal Representation Learning Through a Global Workspace. IEEE Trans. Neural Networks Learn. Syst. Benjamin Devillers, Léopold Maytié, Rufin VanRullen
2025	A*	`conf`	Tracking objects that change in appearance with phase synchrony. ICLR Sabine Muzellec, Drew Linsley, Alekh Karkada Ashok, Ennio Mingolla, Girik Malik, Rufin VanRullen, Thomas Serre
2024	J	`jnl`	A Recurrent CNN for Online Object Detection on Raw Radar Frames. IEEE Trans. Intell. Transp. Syst. Colin Decourt, Rufin VanRullen, Didier Salle, Thomas Oberlin
2024	J	`jnl`	A Traveling Waves Perspective on Temporal Binding. J. Cogn. Neurosci. Andrea Alamia, Rufin VanRullen
2024	A*	`conf`	Latent Representation Matters: Human-like Sketches in One-shot Drawing Tasks. NeurIPS Victor Boutin, Rishav Mukherji, Aditya Agrawal, Sabine Muzellec, Thomas Fel, Thomas Serre, Rufin VanRullen
2024	J	`jnl`	Latent Representation Matters: Human-like Sketches in One-shot Drawing Tasks. CoRR Victor Boutin, Rishav Mukherji, Aditya Agrawal, Sabine Muzellec, Thomas Fel, Thomas Serre, Rufin VanRullen
2024	J	`jnl`	Leveraging Self-Supervised Instance Contrastive Learning for Radar Object Detection. CoRR Colin Decourt, Rufin VanRullen, Didier Salle, Thomas Oberlin
2024	J	`jnl`	Modality-Agnostic fMRI Decoding of Vision and Language. CoRR Mitja Nikolaus, Milad Mozafari, Nicholas Asher, Leila Reddy, Rufin VanRullen
2024	A*	`conf`	Saliency strikes back: How filtering out high frequencies improves white-box explanations. ICML Sabine Muzellec, Thomas Fel, Victor Boutin, Léo Andéol, Rufin VanRullen, Thomas Serre
2024	J	`jnl`	Tracking objects that change in appearance with phase synchrony. CoRR Sabine Muzellec, Drew Linsley, Alekh Karkada Ashok, Ennio Mingolla, Girik Malik, Rufin VanRullen, Thomas Serre
2024	J	`jnl`	Zero-shot cross-modal transfer of Reinforcement Learning policies through a Global Workspace. RLJ Léopold Maytié, Benjamin Devillers, Alexandre Arnold, Rufin VanRullen
2024	J	`jnl`	Zero-shot cross-modal transfer of Reinforcement Learning policies through a Global Workspace. CoRR Léopold Maytié, Benjamin Devillers, Alexandre Arnold, Rufin VanRullen
2023	J	`jnl`	Brain Captioning: Decoding human brain activity into images and text. CoRR Matteo Ferrante, Furkan Ozcelik, Tommaso Boccato, Rufin VanRullen, Nicola Toschi
2023	J	`jnl`	Brain-Diffuser: Natural scene reconstruction from fMRI signals using generative latent diffusion. CoRR Furkan Ozcelik, Rufin VanRullen
2023	—	`conf`	CLIP-based image captioning via unsupervised cycle-consistency in the latent space. RepL4NLP@ACL Romain Bielawski, Rufin VanRullen
2023	J	`jnl`	Consciousness in Artificial Intelligence: Insights from the Science of Consciousness. CoRR Patrick Butlin, Robert Long, Eric Elmoznino, Yoshua Bengio, Jonathan Birch, Axel Constant, George Deane, Stephen M. Fleming, Chris Frith, Xu Ji, Ryota Kanai, Colin Klein, Grace Lindsay, Matthias Michel, Liad Mudrik, Megan A. K. Peters, Eric Schwitzgebel, Jonathan Simon, Rufin VanRullen
2023	J	`jnl`	Gradient strikes back: How filtering out high frequencies improves explanations. CoRR Sabine Muzellec, Léo Andéol, Thomas Fel, Rufin VanRullen, Thomas Serre
2023	A*	`conf`	Learning Functional Transduction. NeurIPS Mathieu Chalvidal, Thomas Serre, Rufin VanRullen
2023	J	`jnl`	Learning Functional Transduction. CoRR Mathieu Chalvidal, Thomas Serre, Rufin VanRullen
2023	J	`jnl`	Mathematical derivation of wave propagation properties in hierarchical neural networks with predictive coding feedback dynamics. CoRR Grégory Faye, Guilhem Fouilhé, Rufin VanRullen
2023	—	`conf`	Multimodal decoding of human brain activity into images and text. UniReps Matteo Ferrante, Tommaso Boccato, Furkan Ozcelik, Rufin VanRullen, Nicola Toschi
2023	J	`jnl`	On the role of feedback in image recognition under noise and adversarial attacks: A predictive coding perspective. Neural Networks Andrea Alamia, Milad Mozafari, Bhavin Choksi, Rufin VanRullen
2023	J	`jnl`	Semi-supervised Multimodal Representation Learning through a Global Workspace. CoRR Benjamin Devillers, Léopold Maytié, Rufin VanRullen
2022	J	`jnl`	A Discourse on MetODS: Meta-Optimized Dynamical Synapses for Meta-Reinforcement Learning. CoRR Mathieu Chalvidal, Thomas Serre, Rufin VanRullen
2022	J	`jnl`	A recurrent CNN for online object detection on raw radar frames. CoRR Colin Decourt, Rufin VanRullen, Didier Salle, Thomas Oberlin
2022	C	`conf`	DAROD: A Deep Automotive Radar Object Detector on Range-Doppler maps. IV Colin Decourt, Rufin VanRullen, Didier Salle, Thomas Oberlin
2022	A*	`conf`	Meta-Reinforcement Learning with Self-Modifying Networks. NeurIPS Mathieu Chalvidal, Thomas Serre, Rufin VanRullen
2022	J	`jnl`	Multimodal neural networks better explain multivoxel patterns in the hippocampus. CoRR Bhavin Choksi, Milad Mozafari, Rufin VanRullen, Leila Reddy
2022	J	`jnl`	Multimodal neural networks better explain multivoxel patterns in the hippocampus. Neural Networks Bhavin Choksi, Milad Mozafari, Rufin VanRullen, Leila Reddy
2022	B	`conf`	Reconstruction of Perceived Images from fMRI Patterns and Semantic Brain Exploration using Instance-Conditioned GANs. IJCNN Furkan Ozcelik, Bhavin Choksi, Milad Mozafari, Leila Reddy, Rufin VanRullen
2022	J	`jnl`	Reconstruction of Perceived Images from fMRI Patterns and Semantic Brain Exploration using Instance-Conditioned GANs. CoRR Furkan Ozcelik, Bhavin Choksi, Milad Mozafari, Leila Reddy, Rufin VanRullen
2022	J	`jnl`	Understanding the Computational Demands Underlying Visual Reasoning. Neural Comput. Mohit Vaishnav, Rémi Cadène, Andrea Alamia, Drew Linsley, Rufin VanRullen, Thomas Serre
2022	—	`conf`	When does CLIP generalize better than unimodal models? When judging human-centric concepts. RepL4NLP@ACL Romain Bielawski, Benjamin Devillers, Tim Van de Cruys, Rufin VanRullen
2021	B	`conf`	Does language help generalization in vision models? CoNLL Benjamin Devillers, Bhavin Choksi, Romain Bielawski, Rufin VanRullen
2021	J	`jnl`	Does language help generalization in vision models? CoRR Benjamin Devillers, Romain Bielawski, Bhavin Choksi, Rufin VanRullen
2021	—	`conf`	GAttANet: Global Attention Agreement for Convolutional Neural Networks. ICANN (1) Rufin VanRullen, Andrea Alamia
2021	J	`jnl`	GAttANet: Global attention agreement for convolutional neural networks. CoRR Rufin VanRullen, Andrea Alamia
2021	A*	`conf`	Go with the flow: Adaptive control for Neural ODEs. ICLR Mathieu Chalvidal, Matthew Ricci, Rufin VanRullen, Thomas Serre
2021	J	`jnl`	Occipital alpha-TMS causally modulates temporal order judgements: Evidence for discrete temporal windows in vision. NeuroImage Samson Chota, Phillipe Marque, Rufin VanRullen
2021	J	`jnl`	On the role of feedback in visual processing: a predictive coding perspective. CoRR Andrea Alamia, Milad Mozafari, Bhavin Choksi, Rufin VanRullen
2021	J	`jnl`	Predictive coding feedback results in perceived illusory contours in a recurrent neural network. CoRR Zhaoyang Pang, Callum Biggs O'May, Bhavin Choksi, Rufin VanRullen
2021	J	`jnl`	Predictive coding feedback results in perceived illusory contours in a recurrent neural network. Neural Networks Zhaoyang Pang, Callum Biggs O'May, Bhavin Choksi, Rufin VanRullen
2021	A*	`conf`	Predify: Augmenting deep neural networks with brain-inspired predictive coding dynamics. NeurIPS Bhavin Choksi, Milad Mozafari, Callum Biggs O'May, Benjamin Ador, Andrea Alamia, Rufin VanRullen
2021	J	`jnl`	Predify: Augmenting deep neural networks with brain-inspired predictive coding dynamics. CoRR Bhavin Choksi, Milad Mozafari, Callum Biggs O'May, Benjamin Ador, Andrea Alamia, Rufin VanRullen
2021	J	`jnl`	Tentative fMRI signatures of perceptual echoes in early visual cortex. NeuroImage Canhuang Luo, Sasskia Brüers, Isabelle Berry, Rufin VanRullen, Leila Reddy
2021	J	`jnl`	Understanding the computational demands underlying visual reasoning. CoRR Mohit Vaishnav, Rémi Cadène, Andrea Alamia, Drew Linsley, Rufin VanRullen, Thomas Serre
2020	J	`jnl`	Deep Learning and the Global Workspace Theory. CoRR Rufin VanRullen, Ryota Kanai
2020	J	`jnl`	Neural Optimal Control for Representation Learning. CoRR Mathieu Chalvidal, Matthew Ricci, Rufin VanRullen, Thomas Serre
2020	B	`conf`	Reconstructing Natural Scenes from fMRI Patterns using BigBiGAN. IJCNN Milad Mozafari, Leila Reddy, Rufin VanRullen
2020	J	`jnl`	Reconstructing Natural Scenes from fMRI Patterns using BigBiGAN. CoRR Milad Mozafari, Leila Reddy, Rufin VanRullen
2019	J	`jnl`	Attention differentially modulates the amplitude of resonance frequencies in the visual cortex. NeuroImage Rasa Gulbinaite, Diane H. M. Roozendaal, Rufin VanRullen
2019	J	`jnl`	Implicit visual cues tune oscillatory motor activity during decision-making. NeuroImage Andrea Alamia, Alexandre Zenon, Rufin VanRullen, Julie Duque, Gérard Derosière
2019	J	`jnl`	Which Neural Network Architecture matches Human Behavior in Artificial Grammar Learning? CoRR Andrea Alamia, Victor Gauducheau, Dimitri Paisios, Rufin VanRullen
2018	J	`jnl`	Reconstructing Faces from fMRI Patterns using Deep Generative Neural Networks. CoRR Rufin VanRullen, Leila Reddy
2017	J	`jnl`	Characterization of neural entrainment to speech with and without slow spectral energy fluctuations in laminar recordings in monkey A1. NeuroImage Benedikt Zoefel, Jordi Costa-Faidella, Peter Lakatos, Charles E. Schroeder, Rufin VanRullen
2017	J	`jnl`	Predictive position computations mediated by parietal areas: TMS evidence. NeuroImage Grace Edwards, Céline Paeye, Philippe Marque, Rufin VanRullen, Patrick Cavanagh
2016	J	`jnl`	A Feedback Model of Attention Explains the Diverse Effects of Attention on Neural Firing Rates and Receptive Field Structure. PLoS Comput. Biol. Thomas Miconi, Rufin VanRullen
2016	J	`jnl`	EEG oscillations entrain their phase to high-level features of speech sound. NeuroImage Benedikt Zoefel, Rufin VanRullen
2016	J	`jnl`	Multivoxel Object Representations in Adult Human Visual Cortex Are Flexible: An Associative Learning Study. J. Cogn. Neurosci. Mehdi Senoussi, Isabelle Berry, Rufin VanRullen, Leila Reddy
2016	J	`jnl`	Rhythmic Influence of Top-Down Perceptual Priors in the Phase of Prestimulus Occipital Alpha Oscillations. J. Cogn. Neurosci. Maxine T. Sherman, Ryota Kanai, Anil K. Seth, Rufin VanRullen
2016	J	`jnl`	Theta-Gamma Coding Meets Communication-through-Coherence: Neuronal Oscillatory Multiplexing Theories Reconciled. PLoS Comput. Biol. Douglas McLelland, Rufin VanRullen
2015	J	`jnl`	Theta Oscillations Modulate Attentional Search Performance Periodically. J. Cogn. Neurosci. Laura Dugué, Philippe Marque, Rufin VanRullen
2014	J	`jnl`	The Temporal Evolution of Coarse Location Coding of Objects: Evidence for Feedback. J. Cogn. Neurosci. Ramakrishna Chakravarthi, Thomas A. Carlson, Julie Chaffin, Jeremy Turret, Rufin VanRullen
2013	J	`jnl`	SWIFT: A novel method to track the neural correlates of recognition. NeuroImage Roger Koenig-Robert, Rufin VanRullen
2011	—	`conf`	A feedback model of attentional effects in the visual cortex. CIMSIVP Thomas Miconi, Rufin VanRullen
2005	J	`jnl`	Neurons Tune to the Earliest Spikes Through STDP. Neural Comput. Rudy Guyonneau, Rufin VanRullen, Simon J. Thorpe
2004	J	`jnl`	A simple translation in cortical log-coordinates may account for the pattern of saccadic localization errors. Biol. Cybern. Rufin VanRullen
2004	J	`jnl`	SpikeNet: real-time visual processing with one spike per neuron. Neurocomputing Simon J. Thorpe, Rudy Guyonneau, Nicolas Guilbaud, Jong-Mo Allegraud, Rufin VanRullen
2001	J	`jnl`	Feed-forward contour integration in primary visual cortex based on asynchronous spike propagation. Neurocomputing Rufin VanRullen, Arnaud Delorme, Simon J. Thorpe
1999	J	`jnl`	Spatial attention in asynchronous neural networks. Neurocomputing Rufin VanRullen, Simon J. Thorpe